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AVMD-Kriging砂轮寿命周期磨削性能在线监测方法 被引量:1
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作者 陈晨 施展 迟玉伦 《轻工机械》 CAS 2023年第3期88-99,共12页
为了对砂轮寿命周期磨削性能进行特征提取与智能识别,课题组提出了一种改进的变分模态分解算法与Kriging模型相结合的砂轮寿命周期磨削性能识别方法AVMD-Kriging。首先,通过人工鱼群算法和包络熵适应度函数来优化VMD,以解决VMD中本征模... 为了对砂轮寿命周期磨削性能进行特征提取与智能识别,课题组提出了一种改进的变分模态分解算法与Kriging模型相结合的砂轮寿命周期磨削性能识别方法AVMD-Kriging。首先,通过人工鱼群算法和包络熵适应度函数来优化VMD,以解决VMD中本征模态函数分解个数k和惩罚因子α难以自适应确定的问题;再利用皮尔逊相关系数选取与原始信号相关性最高的本征模态函数并计算其样本熵值组成特征向量,将其输入Kriging模型进行砂轮寿命周期磨削性能识别;最后利用实验采集的声发射数据,将提出的AVMD-Kriging方法与传统的KNN模型、Tree模型进行对比。结果表明:AVMD-Kriging方法的识别准确率优于KNN模型和Tree模型,能有效提高砂轮寿命周期磨削性能的识别准确率,同时具有较好的泛化能力和鲁棒性。 展开更多
关键词 砂轮寿命周期磨削性能 声发射 变分模态分解 人工鱼群 KRIGING模型
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MILLER WEAR IN MILLING Ti ALLOY WITH NITROGEN GAS MEDIA 被引量:1
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作者 满忠雷 何宁 +2 位作者 武凯 李亮 姜澄宇 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2002年第2期140-144,共5页
Milling Ti alloy is a very difficult technology. The primary problem is that the miller wear is very rapid and makes the miller break or rapture. Although cutting fluid is mainly used to reduce friction and temperatur... Milling Ti alloy is a very difficult technology. The primary problem is that the miller wear is very rapid and makes the miller break or rapture. Although cutting fluid is mainly used to reduce friction and temperature in cutting area to enhance tool life, it is the largest source of environmental pollution. To develop a technology for the clean and efficient milling Ti alloys, nitrogen gas is used as a cutting media in this paper. Based on lots of experiments and researches, the tool life and wear mechanism of high speed steel miller is analyzed. A conclusion is drawn that, milling with nitrogen gas media yields much longer tool life than dry milling. Tool life equations (Taylor′s equations) are derived for both milling types. 展开更多
关键词 Ti alloy tool life WEAR nitrogen gas dry milling tool life equation
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人造金刚石磨辊的研制
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作者 许小玲 王怀仲 《工业金刚石》 1999年第3期20-22,共3页
本文主要介绍了抛光陶瓷玻化砖用人造金刚石磨辊的研制过程。
关键词 人造金刚石 磨辊 陶瓷玻化砖 磨削寿命
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